DebolinaPaul/EWDP: Entropy Weighted Dirichlet Process Means (EWDPmeans)

This package is a clustering technique that can provide partitioning of data in an unsupervised way. The additional advantage of using this method is that the number of clusters are not required to known a-priori. This method is useful in clustering high-dimensional data since the entropy regularizer on feature weights provides a method of feature selection.

Getting started

Package details

AuthorDebolina Paul, Swagatam Das
MaintainerDebolina Paul <debolinap8@gmail.com>
LicenseMIT license
Version0.1.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("DebolinaPaul/EWDP")
DebolinaPaul/EWDP documentation built on July 5, 2020, 3:25 p.m.